A distributed ensemble approach for mining health care data under privacy constraints
Product Description
Adistributedensembleapproachformininghealthcaredataunderprivacyconstraints
Abstract— electronic health records(EHRs)have been widely ad apted at many health care facilities in an attempt to improve the quality of patient care and increase the productivity and efficiency of health care delivery. These EHRs can accurately diagnose diseases if utilize dap-propriately. While the EHRs canpotentially resolve many of the existing problems associated with disease diagnosis, one of the main obstacles in effectively using them is the patient pri-vacy and sensitivity of the medical information available in the EHR. Due to the seconcerns, even if the EHRs are available for storage and retrieval purposes, sharing of the patient records between different health care facilities has become a major concern and has hampered some of the effective advantages of using EHRs. < final year projects >
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